"The best way to predict the future is to invent it"
- Alan Mackay
We actively conduct fundamental research in an attempt to push the boundaries of what we know, and can do with Machine Learning. Simultaneously we constantly strive to reconcile our theoretical findings with the messy reality of real world problems. We try to keep you updated on our latest experiments and findings below:
Publications
ICML 2020, Under review by Workshop INNF+
NeurIPS 2019, Workshop on Bayesian Deep Learning
AISTATS 2019, Plenary Presentation
NeurIPS 2018, Workshop on Integration of Deep Learning Theories
ICML 2018, Workshop on Theoretical Foundations and Applications of Deep Generative Models
Blog
coming soon!